10325196 8323 Heinrich Peters 10093 Supervised Classification 16345 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1) 8180881 add_indicator false 12737 copy true 12737 fill_value null 12737 missing_values NaN 12737 strategy "most_frequent" 12737 verbose 0 12737 copy true 13294 with_mean true 13294 with_std true 13294 C 2.127152514532044 13389 cache_size 200 13389 class_weight null 13389 coef0 0.7775734071002594 13389 decision_function_shape "ovr" 13389 degree 2 13389 gamma 0.08348320534923016 13389 kernel "poly" 13389 max_iter -1 13389 probability false 13389 random_state 55567 13389 shrinking true 13389 tol 0.001 13389 verbose false 13389 memory null 16345 steps [{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "svc", "step_name": "svc"}}] 16345 verbose false 16345 openml-python Sklearn_0.21.2. 1462 banknote-authentication https://www.openml.org/data/download/1586223/php50jXam -1 21572078 description https://api.openml.org/data/download/21572078/description.xml -1 21572079 predictions https://api.openml.org/data/download/21572079/predictions.arff area_under_roc_curve 0.9980314960629921 [0.998031,0.998031] average_cost 0 f_measure 0.9978139365137135 [0.998028,0.997547] kappa 0.9955746503586728 kb_relative_information_score 0.9955484847286985 mean_absolute_error 0.002186588921282799 mean_prior_absolute_error 0.49387203415364794 number_of_instances 1372 [762,610] precision 0.9978241121664232 [1,0.995106] predictive_accuracy 0.9978134110787172 prior_entropy 0.9911281447384036 recall 0.9978134110787172 [0.996063,1] relative_absolute_error 0.004427440247816364 root_mean_prior_squared_error 0.4969220835611905 root_mean_squared_error 0.04676097647914122 root_relative_squared_error 0.09410122436907781 total_cost 0 area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.9934210526315789 [0.993421,0.993421] area_under_roc_curve 0.9868421052631579 [0.986842,0.986842] area_under_roc_curve 1 [1,1] average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 0.9927062319881188 [0.993377,0.99187] f_measure 0.985421866415509 [0.986667,0.983871] f_measure 1 [1,1] kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 0.9852481964035749 kappa 0.9705439690389164 kappa 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 0.9851430722518728 kb_relative_information_score 0.9702861445037456 kb_relative_information_score 1 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0.0072992700729927005 mean_absolute_error 0.014598540145985401 mean_absolute_error 0 mean_prior_absolute_error 0.49358690378246245 mean_prior_absolute_error 0.49358690378246245 mean_prior_absolute_error 0.49394383705734374 mean_prior_absolute_error 0.49394383705734374 mean_prior_absolute_error 0.49394383705734374 mean_prior_absolute_error 0.49394383705734374 mean_prior_absolute_error 0.49394383705734374 mean_prior_absolute_error 0.49394383705734374 mean_prior_absolute_error 0.49394383705734374 mean_prior_absolute_error 0.49394383705734374 number_of_instances 138 [77,61] number_of_instances 138 [77,61] number_of_instances 137 [76,61] number_of_instances 137 [76,61] number_of_instances 137 [76,61] number_of_instances 137 [76,61] number_of_instances 137 [76,61] number_of_instances 137 [76,61] number_of_instances 137 [76,61] number_of_instances 137 [76,61] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 0.9928184600894748 [1,0.983871] precision 0.9858649055729347 [1,0.968254] precision 1 [1,1] predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.9927007299270073 predictive_accuracy 0.9854014598540146 predictive_accuracy 1 prior_entropy 0.9903020513891087 prior_entropy 0.9903020513891087 prior_entropy 0.9913361755453535 prior_entropy 0.9913361755453535 prior_entropy 0.9913361755453535 prior_entropy 0.9913361755453535 prior_entropy 0.9913361755453535 prior_entropy 0.9913361755453535 prior_entropy 0.9913361755453535 prior_entropy 0.9913361755453535 recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 0.9927007299270073 [0.986842,1] recall 0.9854014598540146 [0.973684,1] recall 1 [1,1] relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0.01477753041009256 relative_absolute_error 0.02955506082018512 relative_absolute_error 0 root_mean_prior_squared_error 0.49663510423610374 root_mean_prior_squared_error 0.49663510423610374 root_mean_prior_squared_error 0.4969943259580404 root_mean_prior_squared_error 0.4969943259580404 root_mean_prior_squared_error 0.4969943259580404 root_mean_prior_squared_error 0.4969943259580404 root_mean_prior_squared_error 0.4969943259580404 root_mean_prior_squared_error 0.4969943259580404 root_mean_prior_squared_error 0.4969943259580404 root_mean_prior_squared_error 0.4969943259580404 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0.0854357657716761 root_mean_squared_error 0.12082441866603538 root_mean_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0.1719049118055508 root_relative_squared_error 0.24311025771396072 root_relative_squared_error 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 usercpu_time_millis 10.115814002347179 usercpu_time_millis 10.63859499845421 usercpu_time_millis 12.042617996485205 usercpu_time_millis 11.347464998834766 usercpu_time_millis 10.361036998801865 usercpu_time_millis 15.919980996841332 usercpu_time_millis 13.214653998147696 usercpu_time_millis 11.736025997379329 usercpu_time_millis 11.7795890000707 usercpu_time_millis 10.657608003384667 usercpu_time_millis_testing 0.8833829997456633 usercpu_time_millis_testing 1.0132499992323574 usercpu_time_millis_testing 1.0463849976076744 usercpu_time_millis_testing 1.0035660016001202 usercpu_time_millis_testing 0.973038997472031 usercpu_time_millis_testing 0.9115779976127669 usercpu_time_millis_testing 0.9926419988914859 usercpu_time_millis_testing 0.9987859993998427 usercpu_time_millis_testing 1.0339399996155407 usercpu_time_millis_testing 0.9744180024426896 usercpu_time_millis_training 9.232431002601516 usercpu_time_millis_training 9.625344999221852 usercpu_time_millis_training 10.996232998877531 usercpu_time_millis_training 10.343898997234646 usercpu_time_millis_training 9.387998001329834 usercpu_time_millis_training 15.008402999228565 usercpu_time_millis_training 12.22201199925621 usercpu_time_millis_training 10.737239997979486 usercpu_time_millis_training 10.74564900045516 usercpu_time_millis_training 9.683190000941977 wall_clock_time_millis 10.126590728759766 wall_clock_time_millis 10.662555694580078 wall_clock_time_millis 12.086629867553711 wall_clock_time_millis 11.376380920410156 wall_clock_time_millis 10.371208190917969 wall_clock_time_millis 15.931367874145508 wall_clock_time_millis 13.242006301879883 wall_clock_time_millis 11.755704879760742 wall_clock_time_millis 11.792898178100586 wall_clock_time_millis 10.668754577636719 wall_clock_time_millis_testing 0.8893013000488281 wall_clock_time_millis_testing 1.0182857513427734 wall_clock_time_millis_testing 1.050710678100586 wall_clock_time_millis_testing 1.0082721710205078 wall_clock_time_millis_testing 0.9787082672119141 wall_clock_time_millis_testing 0.9160041809082031 wall_clock_time_millis_testing 0.9982585906982422 wall_clock_time_millis_testing 1.0037422180175781 wall_clock_time_millis_testing 1.039266586303711 wall_clock_time_millis_testing 0.9796619415283203 wall_clock_time_millis_training 9.237289428710938 wall_clock_time_millis_training 9.644269943237305 wall_clock_time_millis_training 11.035919189453125 wall_clock_time_millis_training 10.368108749389648 wall_clock_time_millis_training 9.392499923706055 wall_clock_time_millis_training 15.015363693237305 wall_clock_time_millis_training 12.24374771118164 wall_clock_time_millis_training 10.751962661743164 wall_clock_time_millis_training 10.753631591796875 wall_clock_time_millis_training 9.689092636108398